隐藏模式检测下二维模糊跳变系统的有限区域耗散控制

Finite-Region Dissipative Control for 2-D Fuzzy Jump Systems Under Hidden Mode Detection

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2023
被引 16
ABS 3

中文导读

研究了一类二维模糊马尔科夫跳变系统的有限区域异步耗散控制问题,用隐藏马尔科夫模型描述系统与控制器模式不同步,通过模糊依赖的Lyapunov函数给出闭环系统有限区域有界且满足耗散性能的条件,并用达布方程数值例子验证了方案的有效性。

Abstract

In this work, we consider the problem of finite-region asynchronous dissipative control and pay more attention to the transient behavior of a class of two-dimensional fuzzy Markov jump systems (MJSs). First, the considered plant is modeled based on a well-known Fornasini–Marchesini equation. The asynchronization phenomenon between the system modes and controller modes is characterized by a hidden Markov model. Then, by a fuzzy-basis-dependent and mode-dependent Lyapunov function, sufficient conditions are established, which can make the overall closed-loop fuzzy dynamic MJSs be finite-region bounded with a strictly <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$(T, S, R)$ </tex-math></inline-formula> - <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$\theta $ </tex-math></inline-formula> -dissipative performance. Finally, a numerical example concerning the Darboux equation is employed to validate the effectiveness and performance of the presented control scheme.

模糊系统马尔科夫跳变系统耗散控制二维系统隐藏马尔科夫模型